Dataset statistics
| Number of variables | 81 |
|---|---|
| Number of observations | 1451 |
| Missing cells | 1370 |
| Missing cells (%) | 1.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 918.3 KiB |
| Average record size in memory | 648.1 B |
Variable types
| Numeric | 29 |
|---|---|
| Categorical | 52 |
GarageYrBlt has constant value "0.0" | Constant |
df_index is highly correlated with Id | High correlation |
Id is highly correlated with df_index | High correlation |
MSSubClass is highly correlated with BldgType | High correlation |
LandContour is highly correlated with LandSlope | High correlation |
LandSlope is highly correlated with LandContour | High correlation |
BldgType is highly correlated with MSSubClass | High correlation |
HouseStyle is highly correlated with 2ndFlrSF and 1 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 8 other fields | High correlation |
YearBuilt is highly correlated with OverallQual and 11 other fields | High correlation |
YearRemodAdd is highly correlated with OverallQual and 8 other fields | High correlation |
Exterior1st is highly correlated with YearBuilt and 3 other fields | High correlation |
Exterior2nd is highly correlated with YearBuilt and 3 other fields | High correlation |
MasVnrType is highly correlated with MasVnrArea | High correlation |
MasVnrArea is highly correlated with MasVnrType | High correlation |
ExterQual is highly correlated with OverallQual and 5 other fields | High correlation |
Foundation is highly correlated with OverallQual and 7 other fields | High correlation |
BsmtQual is highly correlated with YearBuilt | High correlation |
BsmtFinType1 is highly correlated with BsmtFinSF1 | High correlation |
BsmtFinSF1 is highly correlated with BsmtFinType1 and 2 other fields | High correlation |
BsmtFinType2 is highly correlated with BsmtFinSF2 | High correlation |
BsmtFinSF2 is highly correlated with BsmtFinType2 | High correlation |
BsmtUnfSF is highly correlated with BsmtFinSF1 | High correlation |
TotalBsmtSF is highly correlated with 1stFlrSF and 1 other fields | High correlation |
HeatingQC is highly correlated with YearBuilt and 2 other fields | High correlation |
1stFlrSF is highly correlated with TotalBsmtSF and 1 other fields | High correlation |
2ndFlrSF is highly correlated with HouseStyle and 4 other fields | High correlation |
GrLivArea is highly correlated with OverallQual and 6 other fields | High correlation |
BsmtFullBath is highly correlated with BsmtFinSF1 | High correlation |
FullBath is highly correlated with OverallQual and 5 other fields | High correlation |
HalfBath is highly correlated with HouseStyle and 1 other fields | High correlation |
BedroomAbvGr is highly correlated with 2ndFlrSF and 2 other fields | High correlation |
KitchenQual is highly correlated with YearRemodAdd and 1 other fields | High correlation |
TotRmsAbvGrd is highly correlated with 2ndFlrSF and 4 other fields | High correlation |
Fireplaces is highly correlated with SalePrice | High correlation |
GarageCars is highly correlated with OverallQual and 5 other fields | High correlation |
GarageArea is highly correlated with OverallQual and 3 other fields | High correlation |
GarageQual is highly correlated with GarageCond | High correlation |
GarageCond is highly correlated with GarageQual | High correlation |
PoolArea is highly correlated with PoolQC | High correlation |
PoolQC is highly correlated with PoolArea | High correlation |
MiscFeature is highly correlated with MiscVal | High correlation |
MiscVal is highly correlated with MiscFeature | High correlation |
SaleType is highly correlated with SaleCondition | High correlation |
SaleCondition is highly correlated with SaleType | High correlation |
SalePrice is highly correlated with OverallQual and 12 other fields | High correlation |
df_index is highly correlated with Id | High correlation |
Id is highly correlated with df_index | High correlation |
MSSubClass is highly correlated with BldgType | High correlation |
LandContour is highly correlated with LandSlope | High correlation |
LandSlope is highly correlated with LandContour | High correlation |
BldgType is highly correlated with MSSubClass | High correlation |
HouseStyle is highly correlated with 2ndFlrSF and 1 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 9 other fields | High correlation |
YearBuilt is highly correlated with OverallQual and 8 other fields | High correlation |
YearRemodAdd is highly correlated with OverallQual and 6 other fields | High correlation |
Exterior1st is highly correlated with YearBuilt and 2 other fields | High correlation |
Exterior2nd is highly correlated with YearBuilt and 2 other fields | High correlation |
MasVnrType is highly correlated with MasVnrArea | High correlation |
MasVnrArea is highly correlated with MasVnrType | High correlation |
ExterQual is highly correlated with OverallQual and 4 other fields | High correlation |
Foundation is highly correlated with OverallQual and 6 other fields | High correlation |
BsmtQual is highly correlated with YearBuilt | High correlation |
BsmtFinSF1 is highly correlated with TotalBsmtSF and 1 other fields | High correlation |
BsmtFinType2 is highly correlated with BsmtFinSF2 | High correlation |
BsmtFinSF2 is highly correlated with BsmtFinType2 | High correlation |
TotalBsmtSF is highly correlated with OverallQual and 3 other fields | High correlation |
HeatingQC is highly correlated with YearRemodAdd and 1 other fields | High correlation |
1stFlrSF is highly correlated with TotalBsmtSF and 2 other fields | High correlation |
2ndFlrSF is highly correlated with HouseStyle and 4 other fields | High correlation |
GrLivArea is highly correlated with OverallQual and 6 other fields | High correlation |
BsmtFullBath is highly correlated with BsmtFinSF1 | High correlation |
FullBath is highly correlated with OverallQual and 3 other fields | High correlation |
HalfBath is highly correlated with HouseStyle and 1 other fields | High correlation |
BedroomAbvGr is highly correlated with 2ndFlrSF and 2 other fields | High correlation |
KitchenQual is highly correlated with YearRemodAdd and 1 other fields | High correlation |
TotRmsAbvGrd is highly correlated with 2ndFlrSF and 4 other fields | High correlation |
GarageCars is highly correlated with OverallQual and 4 other fields | High correlation |
GarageArea is highly correlated with OverallQual and 2 other fields | High correlation |
GarageQual is highly correlated with GarageCond | High correlation |
GarageCond is highly correlated with GarageCars and 1 other fields | High correlation |
PoolArea is highly correlated with PoolQC | High correlation |
PoolQC is highly correlated with PoolArea | High correlation |
SaleType is highly correlated with SaleCondition | High correlation |
SaleCondition is highly correlated with SaleType | High correlation |
SalePrice is highly correlated with OverallQual and 9 other fields | High correlation |
df_index is highly correlated with Id | High correlation |
Id is highly correlated with df_index | High correlation |
MSSubClass is highly correlated with BldgType | High correlation |
LandContour is highly correlated with LandSlope | High correlation |
LandSlope is highly correlated with LandContour | High correlation |
BldgType is highly correlated with MSSubClass | High correlation |
HouseStyle is highly correlated with 2ndFlrSF and 1 other fields | High correlation |
OverallQual is highly correlated with YearBuilt and 5 other fields | High correlation |
YearBuilt is highly correlated with OverallQual and 2 other fields | High correlation |
YearRemodAdd is highly correlated with YearBuilt | High correlation |
Exterior1st is highly correlated with Exterior2nd and 1 other fields | High correlation |
Exterior2nd is highly correlated with Exterior1st and 1 other fields | High correlation |
MasVnrType is highly correlated with MasVnrArea | High correlation |
MasVnrArea is highly correlated with MasVnrType | High correlation |
ExterQual is highly correlated with OverallQual and 2 other fields | High correlation |
Foundation is highly correlated with OverallQual and 5 other fields | High correlation |
BsmtFinSF1 is highly correlated with BsmtFullBath | High correlation |
BsmtFinType2 is highly correlated with BsmtFinSF2 | High correlation |
BsmtFinSF2 is highly correlated with BsmtFinType2 | High correlation |
TotalBsmtSF is highly correlated with 1stFlrSF | High correlation |
HeatingQC is highly correlated with Foundation | High correlation |
1stFlrSF is highly correlated with TotalBsmtSF | High correlation |
2ndFlrSF is highly correlated with HouseStyle and 2 other fields | High correlation |
GrLivArea is highly correlated with 2ndFlrSF and 3 other fields | High correlation |
BsmtFullBath is highly correlated with BsmtFinSF1 | High correlation |
FullBath is highly correlated with OverallQual and 2 other fields | High correlation |
HalfBath is highly correlated with HouseStyle and 1 other fields | High correlation |
BedroomAbvGr is highly correlated with TotRmsAbvGrd | High correlation |
KitchenQual is highly correlated with ExterQual | High correlation |
TotRmsAbvGrd is highly correlated with GrLivArea and 1 other fields | High correlation |
GarageCars is highly correlated with OverallQual and 2 other fields | High correlation |
GarageArea is highly correlated with GarageCars | High correlation |
GarageQual is highly correlated with GarageCond | High correlation |
GarageCond is highly correlated with GarageQual | High correlation |
PoolArea is highly correlated with PoolQC | High correlation |
PoolQC is highly correlated with PoolArea | High correlation |
MiscFeature is highly correlated with MiscVal | High correlation |
MiscVal is highly correlated with MiscFeature | High correlation |
SaleType is highly correlated with SaleCondition | High correlation |
SaleCondition is highly correlated with SaleType | High correlation |
SalePrice is highly correlated with OverallQual and 3 other fields | High correlation |
BsmtFullBath is highly correlated with GarageYrBlt | High correlation |
FullBath is highly correlated with GarageYrBlt | High correlation |
BsmtCond is highly correlated with GarageYrBlt | High correlation |
ExterQual is highly correlated with KitchenQual and 2 other fields | High correlation |
PoolQC is highly correlated with GarageYrBlt | High correlation |
BsmtFinType1 is highly correlated with GarageYrBlt | High correlation |
MasVnrType is highly correlated with GarageYrBlt | High correlation |
GarageType is highly correlated with GarageYrBlt | High correlation |
KitchenQual is highly correlated with ExterQual and 1 other fields | High correlation |
GarageCond is highly correlated with GarageYrBlt and 2 other fields | High correlation |
PavedDrive is highly correlated with GarageYrBlt | High correlation |
Exterior2nd is highly correlated with GarageYrBlt and 2 other fields | High correlation |
FireplaceQu is highly correlated with GarageYrBlt | High correlation |
SaleType is highly correlated with GarageYrBlt and 1 other fields | High correlation |
Utilities is highly correlated with GarageYrBlt | High correlation |
KitchenAbvGr is highly correlated with GarageYrBlt | High correlation |
Street is highly correlated with GarageYrBlt | High correlation |
LotConfig is highly correlated with GarageYrBlt | High correlation |
BsmtQual is highly correlated with GarageYrBlt | High correlation |
GarageYrBlt is highly correlated with BsmtFullBath and 50 other fields | High correlation |
RoofStyle is highly correlated with GarageYrBlt | High correlation |
CentralAir is highly correlated with GarageYrBlt | High correlation |
BsmtHalfBath is highly correlated with GarageYrBlt | High correlation |
Fireplaces is highly correlated with GarageYrBlt | High correlation |
LandContour is highly correlated with GarageYrBlt and 1 other fields | High correlation |
BsmtExposure is highly correlated with GarageYrBlt | High correlation |
Condition1 is highly correlated with GarageYrBlt | High correlation |
BldgType is highly correlated with GarageYrBlt | High correlation |
Fence is highly correlated with GarageYrBlt | High correlation |
LotShape is highly correlated with GarageYrBlt | High correlation |
HalfBath is highly correlated with GarageYrBlt and 1 other fields | High correlation |
Functional is highly correlated with GarageYrBlt | High correlation |
GarageCars is highly correlated with GarageCond and 2 other fields | High correlation |
MiscFeature is highly correlated with GarageYrBlt | High correlation |
Heating is highly correlated with GarageYrBlt | High correlation |
LandSlope is highly correlated with GarageYrBlt and 1 other fields | High correlation |
YrSold is highly correlated with GarageYrBlt | High correlation |
Condition2 is highly correlated with GarageYrBlt | High correlation |
MSZoning is highly correlated with GarageYrBlt | High correlation |
HouseStyle is highly correlated with GarageYrBlt and 1 other fields | High correlation |
Exterior1st is highly correlated with Exterior2nd and 2 other fields | High correlation |
ExterCond is highly correlated with GarageYrBlt | High correlation |
BsmtFinType2 is highly correlated with GarageYrBlt | High correlation |
Neighborhood is highly correlated with GarageYrBlt | High correlation |
SaleCondition is highly correlated with SaleType and 1 other fields | High correlation |
RoofMatl is highly correlated with GarageYrBlt | High correlation |
GarageFinish is highly correlated with GarageYrBlt | High correlation |
Alley is highly correlated with GarageYrBlt | High correlation |
Foundation is highly correlated with ExterQual and 4 other fields | High correlation |
GarageQual is highly correlated with GarageCond and 2 other fields | High correlation |
HeatingQC is highly correlated with GarageYrBlt and 1 other fields | High correlation |
Electrical is highly correlated with GarageYrBlt | High correlation |
df_index is highly correlated with Id | High correlation |
Id is highly correlated with df_index | High correlation |
MSSubClass is highly correlated with MSZoning and 12 other fields | High correlation |
MSZoning is highly correlated with MSSubClass and 2 other fields | High correlation |
Alley is highly correlated with MSZoning | High correlation |
LandContour is highly correlated with LandSlope | High correlation |
LandSlope is highly correlated with LandContour | High correlation |
Neighborhood is highly correlated with Exterior1st and 1 other fields | High correlation |
BldgType is highly correlated with MSSubClass and 2 other fields | High correlation |
HouseStyle is highly correlated with MSSubClass and 4 other fields | High correlation |
OverallQual is highly correlated with OverallCond and 18 other fields | High correlation |
OverallCond is highly correlated with OverallQual and 1 other fields | High correlation |
YearBuilt is highly correlated with MSSubClass and 21 other fields | High correlation |
YearRemodAdd is highly correlated with YearBuilt and 9 other fields | High correlation |
Exterior1st is highly correlated with Neighborhood and 10 other fields | High correlation |
Exterior2nd is highly correlated with Neighborhood and 9 other fields | High correlation |
MasVnrType is highly correlated with MasVnrArea | High correlation |
MasVnrArea is highly correlated with OverallQual and 4 other fields | High correlation |
ExterQual is highly correlated with MSSubClass and 12 other fields | High correlation |
Foundation is highly correlated with MSSubClass and 14 other fields | High correlation |
BsmtQual is highly correlated with OverallQual and 10 other fields | High correlation |
BsmtFinType1 is highly correlated with OverallQual and 7 other fields | High correlation |
BsmtFinSF1 is highly correlated with BsmtFinType1 and 8 other fields | High correlation |
BsmtFinType2 is highly correlated with BsmtFinSF2 | High correlation |
BsmtFinSF2 is highly correlated with BsmtFinType2 | High correlation |
BsmtUnfSF is highly correlated with TotalBsmtSF and 1 other fields | High correlation |
TotalBsmtSF is highly correlated with OverallQual and 7 other fields | High correlation |
Heating is highly correlated with CentralAir | High correlation |
HeatingQC is highly correlated with OverallQual and 9 other fields | High correlation |
CentralAir is highly correlated with YearBuilt and 3 other fields | High correlation |
Electrical is highly correlated with CentralAir | High correlation |
1stFlrSF is highly correlated with MSSubClass and 10 other fields | High correlation |
2ndFlrSF is highly correlated with MSSubClass and 9 other fields | High correlation |
GrLivArea is highly correlated with HouseStyle and 17 other fields | High correlation |
BsmtFullBath is highly correlated with BsmtFinType1 and 3 other fields | High correlation |
FullBath is highly correlated with MSSubClass and 16 other fields | High correlation |
HalfBath is highly correlated with MSSubClass and 1 other fields | High correlation |
BedroomAbvGr is highly correlated with MSSubClass and 5 other fields | High correlation |
KitchenAbvGr is highly correlated with MSSubClass and 1 other fields | High correlation |
KitchenQual is highly correlated with OverallQual and 10 other fields | High correlation |
TotRmsAbvGrd is highly correlated with HouseStyle and 7 other fields | High correlation |
Fireplaces is highly correlated with 1stFlrSF and 2 other fields | High correlation |
FireplaceQu is highly correlated with Fireplaces | High correlation |
GarageType is highly correlated with MSSubClass and 5 other fields | High correlation |
GarageFinish is highly correlated with GarageType | High correlation |
GarageCars is highly correlated with OverallQual and 8 other fields | High correlation |
GarageArea is highly correlated with OverallQual and 10 other fields | High correlation |
GarageQual is highly correlated with YearBuilt and 5 other fields | High correlation |
GarageCond is highly correlated with GarageType and 4 other fields | High correlation |
PavedDrive is highly correlated with YearBuilt | High correlation |
OpenPorchSF is highly correlated with BsmtFinSF1 and 1 other fields | High correlation |
EnclosedPorch is highly correlated with PoolArea | High correlation |
PoolArea is highly correlated with TotalBsmtSF and 4 other fields | High correlation |
PoolQC is highly correlated with BsmtFinSF1 and 3 other fields | High correlation |
SaleType is highly correlated with YearRemodAdd and 1 other fields | High correlation |
SaleCondition is highly correlated with SaleType | High correlation |
SalePrice is highly correlated with OverallQual and 21 other fields | High correlation |
GarageYrBlt has 1370 (94.4%) missing values | Missing |
MiscVal is highly skewed (γ1 = 24.40151268) | Skewed |
df_index is uniformly distributed | Uniform |
Id is uniformly distributed | Uniform |
df_index has unique values | Unique |
Id has unique values | Unique |
MasVnrArea has 860 (59.3%) zeros | Zeros |
BsmtFinSF1 has 464 (32.0%) zeros | Zeros |
BsmtFinSF2 has 1284 (88.5%) zeros | Zeros |
BsmtUnfSF has 118 (8.1%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
2ndFlrSF has 824 (56.8%) zeros | Zeros |
LowQualFinSF has 1425 (98.2%) zeros | Zeros |
GarageArea has 81 (5.6%) zeros | Zeros |
WoodDeckSF has 755 (52.0%) zeros | Zeros |
OpenPorchSF has 653 (45.0%) zeros | Zeros |
EnclosedPorch has 1244 (85.7%) zeros | Zeros |
3SsnPorch has 1427 (98.3%) zeros | Zeros |
ScreenPorch has 1335 (92.0%) zeros | Zeros |
PoolArea has 1444 (99.5%) zeros | Zeros |
MiscVal has 1399 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2022-08-14 18:37:36.352284 |
|---|---|
| Analysis finished | 2022-08-14 18:38:39.782564 |
| Duration | 1 minute and 3.43 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 1451 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 728.3742247 |
| Minimum | 0 |
|---|---|
| Maximum | 1459 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 72.5 |
| Q1 | 363.5 |
| median | 728 |
| Q3 | 1093.5 |
| 95-th percentile | 1386.5 |
| Maximum | 1459 |
| Range | 1459 |
| Interquartile range (IQR) | 730 |
Descriptive statistics
| Standard deviation | 421.7378576 |
|---|---|
| Coefficient of variation (CV) | 0.5790126055 |
| Kurtosis | -1.199942419 |
| Mean | 728.3742247 |
| Median Absolute Deviation (MAD) | 365 |
| Skewness | 0.00357607674 |
| Sum | 1056871 |
| Variance | 177862.8205 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 980 | 1 | 0.1% |
| 978 | 1 | 0.1% |
| 976 | 1 | 0.1% |
| 975 | 1 | 0.1% |
| 974 | 1 | 0.1% |
| 972 | 1 | 0.1% |
| 971 | 1 | 0.1% |
| 970 | 1 | 0.1% |
| 969 | 1 | 0.1% |
| Other values (1441) | 1441 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 1459 | 1 | |
| 1458 | 1 | |
| 1457 | 1 | |
| 1456 | 1 | |
| 1455 | 1 | |
| 1454 | 1 | |
| 1453 | 1 | |
| 1452 | 1 | |
| 1451 | 1 | |
| 1450 | 1 |
Id
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 1451 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 729.3742247 |
| Minimum | 1 |
|---|---|
| Maximum | 1460 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 73.5 |
| Q1 | 364.5 |
| median | 729 |
| Q3 | 1094.5 |
| 95-th percentile | 1387.5 |
| Maximum | 1460 |
| Range | 1459 |
| Interquartile range (IQR) | 730 |
Descriptive statistics
| Standard deviation | 421.7378576 |
|---|---|
| Coefficient of variation (CV) | 0.5782187571 |
| Kurtosis | -1.199942419 |
| Mean | 729.3742247 |
| Median Absolute Deviation (MAD) | 365 |
| Skewness | 0.00357607674 |
| Sum | 1058322 |
| Variance | 177862.8205 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 981 | 1 | 0.1% |
| 979 | 1 | 0.1% |
| 977 | 1 | 0.1% |
| 976 | 1 | 0.1% |
| 975 | 1 | 0.1% |
| 973 | 1 | 0.1% |
| 972 | 1 | 0.1% |
| 971 | 1 | 0.1% |
| 970 | 1 | 0.1% |
| Other values (1441) | 1441 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 1460 | 1 | |
| 1459 | 1 | |
| 1458 | 1 | |
| 1457 | 1 | |
| 1456 | 1 | |
| 1455 | 1 | |
| 1454 | 1 | |
| 1453 | 1 | |
| 1452 | 1 | |
| 1451 | 1 |
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.93314955 |
| Minimum | 20 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 20 |
| median | 50 |
| Q3 | 70 |
| 95-th percentile | 160 |
| Maximum | 190 |
| Range | 170 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 42.35036551 |
|---|---|
| Coefficient of variation (CV) | 0.7438612802 |
| Kurtosis | 1.577205972 |
| Mean | 56.93314955 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 1.408299254 |
| Sum | 82610 |
| Variance | 1793.553459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 532 | |
| 60 | 296 | |
| 50 | 144 | 9.9% |
| 120 | 86 | 5.9% |
| 30 | 69 | 4.8% |
| 160 | 63 | 4.3% |
| 70 | 60 | 4.1% |
| 80 | 57 | 3.9% |
| 90 | 52 | 3.6% |
| 190 | 30 | 2.1% |
| Other values (5) | 62 | 4.3% |
| Value | Count | Frequency (%) |
| 20 | 532 | |
| 30 | 69 | 4.8% |
| 40 | 4 | 0.3% |
| 45 | 12 | 0.8% |
| 50 | 144 | 9.9% |
| 60 | 296 | |
| 70 | 60 | 4.1% |
| 75 | 16 | 1.1% |
| 80 | 57 | 3.9% |
| 85 | 20 | 1.4% |
| Value | Count | Frequency (%) |
| 190 | 30 | 2.1% |
| 180 | 10 | 0.7% |
| 160 | 63 | 4.3% |
| 120 | 86 | 5.9% |
| 90 | 52 | 3.6% |
| 85 | 20 | 1.4% |
| 80 | 57 | 3.9% |
| 75 | 16 | 1.1% |
| 70 | 60 | 4.1% |
| 60 | 296 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1145 | |
| 0.0 | 306 | 21.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1145 | |
| 0.0 | 306 | 21.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| . | 1451 | |
| 1 | 1145 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| 1 | 1145 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| . | 1451 | |
| 1 | 1145 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1757 | |
| . | 1451 | |
| 1 | 1145 |
LotArea
Real number (ℝ≥0)
| Distinct | 1066 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10507.80841 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3273 |
| Q1 | 7537.5 |
| median | 9477 |
| Q3 | 11600 |
| 95-th percentile | 17308.5 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4062.5 |
Descriptive statistics
| Standard deviation | 9992.987081 |
|---|---|
| Coefficient of variation (CV) | 0.9510058323 |
| Kurtosis | 203.5840787 |
| Mean | 10507.80841 |
| Median Absolute Deviation (MAD) | 2001 |
| Skewness | 12.23574174 |
| Sum | 15246830 |
| Variance | 99859790.79 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.7% |
| 6000 | 17 | 1.2% |
| 8400 | 14 | 1.0% |
| 9000 | 14 | 1.0% |
| 10800 | 14 | 1.0% |
| 1680 | 10 | 0.7% |
| 7500 | 9 | 0.6% |
| 6120 | 8 | 0.6% |
| 6240 | 8 | 0.6% |
| Other values (1056) | 1308 |
| Value | Count | Frequency (%) |
| 1300 | 1 | 0.1% |
| 1477 | 1 | 0.1% |
| 1491 | 1 | 0.1% |
| 1526 | 1 | 0.1% |
| 1533 | 2 | 0.1% |
| 1596 | 1 | 0.1% |
| 1680 | 10 | |
| 1869 | 1 | 0.1% |
| 1890 | 2 | 0.1% |
| 1920 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 | |
| 63887 | 1 | |
| 57200 | 1 | |
| 53504 | 1 | |
| 53227 | 1 | |
| 53107 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 6 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1445 | |
| 0.0 | 6 | 0.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1445 | |
| 0.0 | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1457 | |
| . | 1451 | |
| 1 | 1445 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1457 | |
| 1 | 1445 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1457 | |
| . | 1451 | |
| 1 | 1445 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1457 | |
| . | 1451 | |
| 1 | 1445 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 90 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1361 | |
| 0.0 | 90 | 6.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1361 | |
| 0.0 | 90 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1361 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| 1 | 1361 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1361 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1361 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 969 | |
| 1.0 | 482 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 969 | |
| 1.0 | 482 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2420 | |
| . | 1451 | |
| 1 | 482 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2420 | |
| 1 | 482 | 16.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2420 | |
| . | 1451 | |
| 1 | 482 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2420 | |
| . | 1451 | |
| 1 | 482 | 11.1% |
LandContour
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1302 | |
| 0.0 | 149 | 10.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1302 | |
| 0.0 | 149 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| 1 | 1302 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1450 | |
| 0.0 | 1 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1450 | |
| 0.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1450 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| 1 | 1450 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1450 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1450 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1045 | |
| 0.0 | 406 | 28.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1045 | |
| 0.0 | 406 | 28.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1857 | |
| . | 1451 | |
| 1 | 1045 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1857 | |
| 1 | 1045 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1857 | |
| . | 1451 | |
| 1 | 1045 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1857 | |
| . | 1451 | |
| 1 | 1045 |
LandSlope
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 78 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1373 | |
| 0.0 | 78 | 5.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1373 | |
| 0.0 | 78 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1529 | |
| . | 1451 | |
| 1 | 1373 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1529 | |
| 1 | 1373 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1529 | |
| . | 1451 | |
| 1 | 1373 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1529 | |
| . | 1451 | |
| 1 | 1373 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1302 | |
| 1.0 | 149 | 10.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1302 | |
| 1.0 | 149 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2753 | |
| . | 1451 | |
| 1 | 149 | 3.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2753 | |
| 1 | 149 | 5.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2753 | |
| . | 1451 | |
| 1 | 149 | 3.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2753 | |
| . | 1451 | |
| 1 | 149 | 3.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1251 | |
| 0.0 | 200 | 13.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1251 | |
| 0.0 | 200 | 13.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1651 | |
| . | 1451 | |
| 1 | 1251 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1651 | |
| 1 | 1251 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1651 | |
| . | 1451 | |
| 1 | 1251 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1651 | |
| . | 1451 | |
| 1 | 1251 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 15 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1436 | |
| 0.0 | 15 | 1.0% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1436 | |
| 0.0 | 15 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1466 | |
| . | 1451 | |
| 1 | 1436 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1466 | |
| 1 | 1436 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1466 | |
| . | 1451 | |
| 1 | 1436 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1466 | |
| . | 1451 | |
| 1 | 1436 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1212 | |
| 0.0 | 239 | 16.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1212 | |
| 0.0 | 239 | 16.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1690 | |
| . | 1451 | |
| 1 | 1212 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1690 | |
| 1 | 1212 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1690 | |
| . | 1451 | |
| 1 | 1212 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1690 | |
| . | 1451 | |
| 1 | 1212 |
HouseStyle
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1009 | |
| 1.0 | 442 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1009 | |
| 1.0 | 442 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| . | 1451 | |
| 1 | 442 | 10.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| 1 | 442 | 15.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| . | 1451 | |
| 1 | 442 | 10.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2460 | |
| . | 1451 | |
| 1 | 442 | 10.2% |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.093728463 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.381466719 |
|---|---|
| Coefficient of variation (CV) | 0.226703032 |
| Kurtosis | 0.08552729267 |
| Mean | 6.093728463 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2134048765 |
| Sum | 8842 |
| Variance | 1.908450296 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 396 | |
| 6 | 372 | |
| 7 | 315 | |
| 8 | 167 | |
| 4 | 116 | 8.0% |
| 9 | 43 | 3.0% |
| 3 | 20 | 1.4% |
| 10 | 17 | 1.2% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2 | 0.1% |
| 2 | 3 | 0.2% |
| 3 | 20 | 1.4% |
| 4 | 116 | 8.0% |
| 5 | 396 | |
| 6 | 372 | |
| 7 | 315 | |
| 8 | 167 | |
| 9 | 43 | 3.0% |
| 10 | 17 | 1.2% |
| Value | Count | Frequency (%) |
| 10 | 17 | 1.2% |
| 9 | 43 | 3.0% |
| 8 | 167 | |
| 7 | 315 | |
| 6 | 372 | |
| 5 | 396 | |
| 4 | 116 | 8.0% |
| 3 | 20 | 1.4% |
| 2 | 3 | 0.2% |
| 1 | 2 | 0.1% |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.579600276 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.113415425 |
|---|---|
| Coefficient of variation (CV) | 0.1995511094 |
| Kurtosis | 1.091941853 |
| Mean | 5.579600276 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.6939047475 |
| Sum | 8096 |
| Variance | 1.239693909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5 | 814 | |
| 6 | 251 | 17.3% |
| 7 | 205 | 14.1% |
| 8 | 72 | 5.0% |
| 4 | 57 | 3.9% |
| 3 | 24 | 1.7% |
| 9 | 22 | 1.5% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 2 | 5 | 0.3% |
| 3 | 24 | 1.7% |
| 4 | 57 | 3.9% |
| 5 | 814 | |
| 6 | 251 | 17.3% |
| 7 | 205 | 14.1% |
| 8 | 72 | 5.0% |
| 9 | 22 | 1.5% |
| Value | Count | Frequency (%) |
| 9 | 22 | 1.5% |
| 8 | 72 | 5.0% |
| 7 | 205 | 14.1% |
| 6 | 251 | 17.3% |
| 5 | 814 | |
| 4 | 57 | 3.9% |
| 3 | 24 | 1.7% |
| 2 | 5 | 0.3% |
| 1 | 1 | 0.1% |
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.09235 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| median | 1972 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 30.1902659 |
|---|---|
| Coefficient of variation (CV) | 0.01531651518 |
| Kurtosis | -0.4423723285 |
| Mean | 1971.09235 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.6082207534 |
| Sum | 2860055 |
| Variance | 911.4521552 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 64 | 4.4% |
| 2005 | 64 | 4.4% |
| 2004 | 54 | 3.7% |
| 2007 | 47 | 3.2% |
| 2003 | 44 | 3.0% |
| 1976 | 33 | 2.3% |
| 1977 | 32 | 2.2% |
| 1920 | 30 | 2.1% |
| 1959 | 26 | 1.8% |
| 1998 | 25 | 1.7% |
| Other values (102) | 1032 |
| Value | Count | Frequency (%) |
| 1872 | 1 | 0.1% |
| 1875 | 1 | 0.1% |
| 1880 | 4 | 0.3% |
| 1882 | 1 | 0.1% |
| 1885 | 2 | 0.1% |
| 1890 | 2 | 0.1% |
| 1892 | 2 | 0.1% |
| 1893 | 1 | 0.1% |
| 1898 | 1 | 0.1% |
| 1900 | 10 |
| Value | Count | Frequency (%) |
| 2010 | 1 | 0.1% |
| 2009 | 18 | 1.2% |
| 2008 | 23 | 1.6% |
| 2007 | 47 | |
| 2006 | 64 | |
| 2005 | 64 | |
| 2004 | 54 | |
| 2003 | 44 | |
| 2002 | 21 | 1.4% |
| 2001 | 20 | 1.4% |
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.760165 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1966 |
| median | 1993 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 20.65133439 |
|---|---|
| Coefficient of variation (CV) | 0.01040495207 |
| Kurtosis | -1.279511511 |
| Mean | 1984.760165 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.4963389034 |
| Sum | 2879887 |
| Variance | 426.4776121 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 178 | 12.3% |
| 2006 | 96 | 6.6% |
| 2005 | 73 | 5.0% |
| 2007 | 73 | 5.0% |
| 2004 | 62 | 4.3% |
| 2000 | 55 | 3.8% |
| 2003 | 50 | 3.4% |
| 2002 | 46 | 3.2% |
| 2008 | 39 | 2.7% |
| 1996 | 36 | 2.5% |
| Other values (51) | 743 |
| Value | Count | Frequency (%) |
| 1950 | 178 | |
| 1951 | 4 | 0.3% |
| 1952 | 5 | 0.3% |
| 1953 | 10 | 0.7% |
| 1954 | 14 | 1.0% |
| 1955 | 9 | 0.6% |
| 1956 | 10 | 0.7% |
| 1957 | 9 | 0.6% |
| 1958 | 15 | 1.0% |
| 1959 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 2010 | 6 | 0.4% |
| 2009 | 23 | 1.6% |
| 2008 | 39 | |
| 2007 | 73 | |
| 2006 | 96 | |
| 2005 | 73 | |
| 2004 | 62 | |
| 2003 | 50 | |
| 2002 | 46 | |
| 2001 | 21 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1133 | |
| 0.0 | 318 | 21.9% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1133 | |
| 0.0 | 318 | 21.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| . | 1451 | |
| 1 | 1133 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| 1 | 1133 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| . | 1451 | |
| 1 | 1133 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1769 | |
| . | 1451 | |
| 1 | 1133 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 26 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1425 | |
| 0.0 | 26 | 1.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1425 | |
| 0.0 | 26 | 1.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1477 | |
| . | 1451 | |
| 1 | 1425 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1477 | |
| 1 | 1425 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1477 | |
| . | 1451 | |
| 1 | 1425 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1477 | |
| . | 1451 | |
| 1 | 1425 |
Exterior1st
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 942 | |
| 1.0 | 509 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 942 | |
| 1.0 | 509 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2393 | |
| . | 1451 | |
| 1 | 509 | 11.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2393 | |
| 1 | 509 | 17.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2393 | |
| . | 1451 | |
| 1 | 509 | 11.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2393 | |
| . | 1451 | |
| 1 | 509 | 11.7% |
Exterior2nd
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 953 | |
| 1.0 | 498 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 953 | |
| 1.0 | 498 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| . | 1451 | |
| 1 | 498 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| 1 | 498 | 17.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| . | 1451 | |
| 1 | 498 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2404 | |
| . | 1451 | |
| 1 | 498 | 11.4% |
MasVnrType
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1006 | |
| 1.0 | 445 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1006 | |
| 1.0 | 445 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2457 | |
| . | 1451 | |
| 1 | 445 | 10.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2457 | |
| 1 | 445 | 15.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2457 | |
| . | 1451 | |
| 1 | 445 | 10.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2457 | |
| . | 1451 | |
| 1 | 445 | 10.2% |
MasVnrArea
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 327 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.7567195 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 860 |
| Zeros (%) | 59.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 166 |
| 95-th percentile | 456 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 166 |
Descriptive statistics
| Standard deviation | 181.1081504 |
|---|---|
| Coefficient of variation (CV) | 1.745507677 |
| Kurtosis | 10.07505004 |
| Mean | 103.7567195 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.668016481 |
| Sum | 150551 |
| Variance | 32800.16215 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 860 | |
| 180 | 8 | 0.6% |
| 72 | 8 | 0.6% |
| 108 | 8 | 0.6% |
| 120 | 7 | 0.5% |
| 16 | 7 | 0.5% |
| 200 | 6 | 0.4% |
| 340 | 6 | 0.4% |
| 106 | 6 | 0.4% |
| 80 | 6 | 0.4% |
| Other values (317) | 529 |
| Value | Count | Frequency (%) |
| 0 | 860 | |
| 1 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| 18 | 2 | 0.1% |
| 22 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1170 | 1 | |
| 1129 | 1 | |
| 1115 | 1 | |
| 1047 | 1 | |
| 1031 | 1 | |
| 975 | 1 | |
| 922 | 1 | |
| 921 | 1 |
ExterQual
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 970 | |
| 1.0 | 481 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 970 | |
| 1.0 | 481 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2421 | |
| . | 1451 | |
| 1 | 481 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2421 | |
| 1 | 481 | 16.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2421 | |
| . | 1451 | |
| 1 | 481 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2421 | |
| . | 1451 | |
| 1 | 481 | 11.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1273 | |
| 0.0 | 178 | 12.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1273 | |
| 0.0 | 178 | 12.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 1451 | |
| 1 | 1273 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| 1 | 1273 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 1451 | |
| 1 | 1273 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1629 | |
| . | 1451 | |
| 1 | 1273 |
Foundation
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 813 | |
| 1.0 | 638 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 813 | |
| 1.0 | 638 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2264 | |
| . | 1451 | |
| 1 | 638 | 14.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2264 | |
| 1 | 638 | 22.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2264 | |
| . | 1451 | |
| 1 | 638 | 14.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2264 | |
| . | 1451 | |
| 1 | 638 | 14.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 840 | |
| 1.0 | 611 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 840 | |
| 1.0 | 611 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2291 | |
| . | 1451 | |
| 1 | 611 | 14.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2291 | |
| 1 | 611 | 21.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2291 | |
| . | 1451 | |
| 1 | 611 | 14.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2291 | |
| . | 1451 | |
| 1 | 611 | 14.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1303 | |
| 0.0 | 148 | 10.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1303 | |
| 0.0 | 148 | 10.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1599 | |
| . | 1451 | |
| 1 | 1303 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1599 | |
| 1 | 1303 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1599 | |
| . | 1451 | |
| 1 | 1303 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1599 | |
| . | 1451 | |
| 1 | 1303 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | 114 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1337 | |
| 1.0 | 114 | 7.9% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1337 | |
| 1.0 | 114 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2788 | |
| . | 1451 | |
| 1 | 114 | 2.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2788 | |
| 1 | 114 | 3.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2788 | |
| . | 1451 | |
| 1 | 114 | 2.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2788 | |
| . | 1451 | |
| 1 | 114 | 2.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1038 | |
| 1.0 | 413 | 28.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1038 | |
| 1.0 | 413 | 28.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2489 | |
| . | 1451 | |
| 1 | 413 | 9.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2489 | |
| 1 | 413 | 14.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2489 | |
| . | 1451 | |
| 1 | 413 | 9.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2489 | |
| . | 1451 | |
| 1 | 413 | 9.5% |
BsmtFinSF1
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 633 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 442.2749828 |
| Minimum | 0 |
|---|---|
| Maximum | 5644 |
| Zeros | 464 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 381 |
| Q3 | 707 |
| 95-th percentile | 1272 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 707 |
Descriptive statistics
| Standard deviation | 455.3692759 |
|---|---|
| Coefficient of variation (CV) | 1.029606678 |
| Kurtosis | 11.29369587 |
| Mean | 442.2749828 |
| Median Absolute Deviation (MAD) | 381 |
| Skewness | 1.702582099 |
| Sum | 641741 |
| Variance | 207361.1774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 464 | |
| 24 | 12 | 0.8% |
| 16 | 9 | 0.6% |
| 616 | 5 | 0.3% |
| 20 | 5 | 0.3% |
| 936 | 5 | 0.3% |
| 662 | 5 | 0.3% |
| 686 | 5 | 0.3% |
| 697 | 4 | 0.3% |
| 641 | 4 | 0.3% |
| Other values (623) | 933 |
| Value | Count | Frequency (%) |
| 0 | 464 | |
| 2 | 1 | 0.1% |
| 16 | 9 | 0.6% |
| 20 | 5 | 0.3% |
| 24 | 12 | 0.8% |
| 25 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 3 | 0.2% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5644 | 1 | |
| 2260 | 1 | |
| 2188 | 1 | |
| 2096 | 1 | |
| 1904 | 1 | |
| 1880 | 1 | |
| 1810 | 1 | |
| 1767 | 1 | |
| 1721 | 1 | |
| 1696 | 1 |
BsmtFinType2
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1247 | |
| 0.0 | 204 | 14.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1247 | |
| 0.0 | 204 | 14.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1655 | |
| . | 1451 | |
| 1 | 1247 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1655 | |
| 1 | 1247 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1655 | |
| . | 1451 | |
| 1 | 1247 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1655 | |
| . | 1451 | |
| 1 | 1247 |
BsmtFinSF2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 144 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.83804273 |
| Minimum | 0 |
|---|---|
| Maximum | 1474 |
| Zeros | 1284 |
| Zeros (%) | 88.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 398 |
| Maximum | 1474 |
| Range | 1474 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 161.7773245 |
|---|---|
| Coefficient of variation (CV) | 3.453972776 |
| Kurtosis | 19.96462251 |
| Mean | 46.83804273 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.240229558 |
| Sum | 67962 |
| Variance | 26171.90272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1284 | |
| 180 | 5 | 0.3% |
| 374 | 3 | 0.2% |
| 551 | 2 | 0.1% |
| 147 | 2 | 0.1% |
| 294 | 2 | 0.1% |
| 391 | 2 | 0.1% |
| 539 | 2 | 0.1% |
| 96 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| Other values (134) | 145 | 10.0% |
| Value | Count | Frequency (%) |
| 0 | 1284 | |
| 28 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 41 | 2 | 0.1% |
| 64 | 2 | 0.1% |
| 68 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 81 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1474 | 1 | |
| 1127 | 1 | |
| 1120 | 1 | |
| 1085 | 1 | |
| 1080 | 1 | |
| 1063 | 1 | |
| 1061 | 1 | |
| 1057 | 1 | |
| 1031 | 1 | |
| 1029 | 1 |
| Distinct | 777 |
|---|---|
| Distinct (%) | 53.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.1971054 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 118 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 222 |
| median | 479 |
| Q3 | 808 |
| 95-th percentile | 1468 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 586 |
Descriptive statistics
| Standard deviation | 442.2091919 |
|---|---|
| Coefficient of variation (CV) | 0.7796393664 |
| Kurtosis | 0.4751190376 |
| Mean | 567.1971054 |
| Median Absolute Deviation (MAD) | 289 |
| Skewness | 0.9199767396 |
| Sum | 823003 |
| Variance | 195548.9694 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118 | 8.1% |
| 728 | 9 | 0.6% |
| 300 | 7 | 0.5% |
| 384 | 7 | 0.5% |
| 572 | 7 | 0.5% |
| 600 | 7 | 0.5% |
| 440 | 6 | 0.4% |
| 270 | 6 | 0.4% |
| 280 | 6 | 0.4% |
| 672 | 6 | 0.4% |
| Other values (767) | 1272 |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 23 | 2 | 0.1% |
| 26 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2121 | 1 | |
| 2046 | 1 | |
| 2042 | 1 | |
| 2002 | 1 | |
| 1969 | 1 | |
| 1935 | 1 | |
| 1926 | 1 | |
| 1907 | 1 |
TotalBsmtSF
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 717 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1056.310131 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 520 |
| Q1 | 795 |
| median | 991 |
| Q3 | 1297.5 |
| 95-th percentile | 1749 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 502.5 |
Descriptive statistics
| Standard deviation | 437.9146086 |
|---|---|
| Coefficient of variation (CV) | 0.4145701114 |
| Kurtosis | 13.44412043 |
| Mean | 1056.310131 |
| Median Absolute Deviation (MAD) | 234 |
| Skewness | 1.535566317 |
| Sum | 1532706 |
| Variance | 191769.2044 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 17 | 1.2% |
| 912 | 15 | 1.0% |
| 1040 | 14 | 1.0% |
| 816 | 13 | 0.9% |
| 768 | 12 | 0.8% |
| 728 | 12 | 0.8% |
| 894 | 11 | 0.8% |
| 848 | 11 | 0.8% |
| Other values (707) | 1274 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 319 | 1 | 0.1% |
| 360 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 384 | 6 | 0.4% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2444 | 1 | |
| 2396 | 1 | |
| 2392 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 32 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1419 | |
| 0.0 | 32 | 2.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1419 | |
| 0.0 | 32 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 1451 | |
| 1 | 1419 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| 1 | 1419 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 1451 | |
| 1 | 1419 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1483 | |
| . | 1451 | |
| 1 | 1419 |
HeatingQC
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 734 | |
| 0.0 | 717 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 734 | |
| 0.0 | 717 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2168 | |
| . | 1451 | |
| 1 | 734 | 16.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2168 | |
| 1 | 734 | 25.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2168 | |
| . | 1451 | |
| 1 | 734 | 16.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2168 | |
| . | 1451 | |
| 1 | 734 | 16.9% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 95 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1356 | |
| 0.0 | 95 | 6.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1356 | |
| 0.0 | 95 | 6.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1546 | |
| . | 1451 | |
| 1 | 1356 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1546 | |
| 1 | 1356 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1546 | |
| . | 1451 | |
| 1 | 1356 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1546 | |
| . | 1451 | |
| 1 | 1356 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 125 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1326 | |
| 0.0 | 125 | 8.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1326 | |
| 0.0 | 125 | 8.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1576 | |
| . | 1451 | |
| 1 | 1326 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1576 | |
| 1 | 1326 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1576 | |
| . | 1451 | |
| 1 | 1326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1576 | |
| . | 1451 | |
| 1 | 1326 |
| Distinct | 748 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1161.551344 |
| Minimum | 334 |
|---|---|
| Maximum | 4692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.5 |
| Q1 | 882 |
| median | 1086 |
| Q3 | 1391 |
| 95-th percentile | 1827 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range (IQR) | 509 |
Descriptive statistics
| Standard deviation | 385.0025319 |
|---|---|
| Coefficient of variation (CV) | 0.3314554574 |
| Kurtosis | 5.832535396 |
| Mean | 1161.551344 |
| Median Absolute Deviation (MAD) | 234 |
| Skewness | 1.373141509 |
| Sum | 1685411 |
| Variance | 148226.9496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 894 | 12 | 0.8% |
| 848 | 12 | 0.8% |
| 672 | 11 | 0.8% |
| 816 | 9 | 0.6% |
| 630 | 9 | 0.6% |
| 960 | 7 | 0.5% |
| 832 | 7 | 0.5% |
| Other values (738) | 1329 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 | |
| 495 | 1 | 0.1% |
| 520 | 5 | |
| 525 | 1 | 0.1% |
| 526 | 1 | 0.1% |
| 536 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4692 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2444 | 1 | |
| 2411 | 1 | |
| 2402 | 1 | |
| 2392 | 1 |
| Distinct | 414 |
|---|---|
| Distinct (%) | 28.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.7422467 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 824 |
| Zeros (%) | 56.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.5 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 436.4532772 |
|---|---|
| Coefficient of variation (CV) | 1.258725411 |
| Kurtosis | -0.5452797813 |
| Mean | 346.7422467 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.8157663449 |
| Sum | 503123 |
| Variance | 190491.4632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 824 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 546 | 8 | 0.6% |
| 672 | 8 | 0.6% |
| 720 | 7 | 0.5% |
| 600 | 7 | 0.5% |
| 896 | 6 | 0.4% |
| 756 | 5 | 0.3% |
| 689 | 5 | 0.3% |
| Other values (404) | 562 |
| Value | Count | Frequency (%) |
| 0 | 824 | |
| 110 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| 213 | 1 | 0.1% |
| 220 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 240 | 2 | 0.1% |
| 252 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 | |
| 1589 | 1 | |
| 1540 | 1 | |
| 1538 | 1 | |
| 1523 | 1 | |
| 1519 | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.880771881 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 1425 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 48.77156021 |
|---|---|
| Coefficient of variation (CV) | 8.293394335 |
| Kurtosis | 82.69356902 |
| Mean | 5.880771881 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.982567342 |
| Sum | 8533 |
| Variance | 2378.665085 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1425 | |
| 80 | 3 | 0.2% |
| 360 | 2 | 0.1% |
| 205 | 1 | 0.1% |
| 479 | 1 | 0.1% |
| 397 | 1 | 0.1% |
| 514 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 481 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| Other values (14) | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1425 | |
| 53 | 1 | 0.1% |
| 80 | 3 | 0.2% |
| 120 | 1 | 0.1% |
| 144 | 1 | 0.1% |
| 156 | 1 | 0.1% |
| 205 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| 234 | 1 | 0.1% |
| 360 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 | |
| 514 | 1 | |
| 513 | 1 | |
| 481 | 1 | |
| 479 | 1 | |
| 473 | 1 | |
| 420 | 1 | |
| 397 | 1 |
| Distinct | 858 |
|---|---|
| Distinct (%) | 59.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1514.174363 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1128 |
| median | 1464 |
| Q3 | 1776 |
| 95-th percentile | 2464 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 648 |
Descriptive statistics
| Standard deviation | 525.7995205 |
|---|---|
| Coefficient of variation (CV) | 0.3472516333 |
| Kurtosis | 4.927435796 |
| Mean | 1514.174363 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | 1.373512412 |
| Sum | 2197067 |
| Variance | 276465.1358 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.8% |
| 848 | 10 | 0.7% |
| 1456 | 10 | 0.7% |
| 912 | 9 | 0.6% |
| 1092 | 8 | 0.6% |
| 1200 | 8 | 0.6% |
| 816 | 8 | 0.6% |
| 987 | 7 | 0.5% |
| Other values (848) | 1344 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 520 | 1 | 0.1% |
| 605 | 1 | 0.1% |
| 616 | 1 | 0.1% |
| 630 | 6 | |
| 672 | 2 | 0.1% |
| 691 | 1 | 0.1% |
| 693 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 | |
| 3608 | 1 | |
| 3493 | 1 | |
| 3447 | 1 | |
| 3395 | 1 | |
| 3279 | 1 |
BsmtFullBath
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 15 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 853 | |
| 1.0 | 582 | |
| 2.0 | 15 | 1.0% |
| 3.0 | 1 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 853 | |
| 1.0 | 582 | |
| 2.0 | 15 | 1.0% |
| 3.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2304 | |
| . | 1451 | |
| 1 | 582 | 13.4% |
| 2 | 15 | 0.3% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2304 | |
| 1 | 582 | 20.1% |
| 2 | 15 | 0.5% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2304 | |
| . | 1451 | |
| 1 | 582 | 13.4% |
| 2 | 15 | 0.3% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2304 | |
| . | 1451 | |
| 1 | 582 | 13.4% |
| 2 | 15 | 0.3% |
| 3 | 1 | < 0.1% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | 80 |
| 2.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1369 | |
| 1.0 | 80 | 5.5% |
| 2.0 | 2 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1369 | |
| 1.0 | 80 | 5.5% |
| 2.0 | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2820 | |
| . | 1451 | |
| 1 | 80 | 1.8% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2820 | |
| 1 | 80 | 2.8% |
| 2 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2820 | |
| . | 1451 | |
| 1 | 80 | 1.8% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2820 | |
| . | 1451 | |
| 1 | 80 | 1.8% |
| 2 | 2 | < 0.1% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | 32 |
| 0.0 | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 761 | |
| 1.0 | 649 | |
| 3.0 | 32 | 2.2% |
| 0.0 | 9 | 0.6% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2.0 | 761 | |
| 1.0 | 649 | |
| 3.0 | 32 | 2.2% |
| 0.0 | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1460 | |
| . | 1451 | |
| 2 | 761 | |
| 1 | 649 | |
| 3 | 32 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1460 | |
| 2 | 761 | |
| 1 | 649 | |
| 3 | 32 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1460 | |
| . | 1451 | |
| 2 | 761 | |
| 1 | 649 | |
| 3 | 32 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1460 | |
| . | 1451 | |
| 2 | 761 | |
| 1 | 649 | |
| 3 | 32 | 0.7% |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | 12 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 910 | |
| 1.0 | 529 | |
| 2.0 | 12 | 0.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 910 | |
| 1.0 | 529 | |
| 2.0 | 12 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2361 | |
| . | 1451 | |
| 1 | 529 | 12.2% |
| 2 | 12 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2361 | |
| 1 | 529 | 18.2% |
| 2 | 12 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2361 | |
| . | 1451 | |
| 1 | 529 | 12.2% |
| 2 | 12 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2361 | |
| . | 1451 | |
| 1 | 529 | 12.2% |
| 2 | 12 | 0.3% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.866988284 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8150856688 |
|---|---|
| Coefficient of variation (CV) | 0.2843003138 |
| Kurtosis | 2.254820679 |
| Mean | 2.866988284 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2178468767 |
| Sum | 4160 |
| Variance | 0.6643646474 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 800 | |
| 2 | 356 | |
| 4 | 211 | 14.5% |
| 1 | 49 | 3.4% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 49 | 3.4% |
| 2 | 356 | |
| 3 | 800 | |
| 4 | 211 | 14.5% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 21 | 1.4% |
| 4 | 211 | 14.5% |
| 3 | 800 | |
| 2 | 356 | |
| 1 | 49 | 3.4% |
| 0 | 6 | 0.4% |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 2.0 | 64 |
| 3.0 | 2 |
| 0.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1384 | |
| 2.0 | 64 | 4.4% |
| 3.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1384 | |
| 2.0 | 64 | 4.4% |
| 3.0 | 2 | 0.1% |
| 0.0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1384 | |
| 2 | 64 | 1.5% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| 1 | 1384 | |
| 2 | 64 | 2.2% |
| 3 | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1384 | |
| 2 | 64 | 1.5% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1452 | |
| . | 1451 | |
| 1 | 1384 | |
| 2 | 64 | 1.5% |
| 3 | 2 | < 0.1% |
KitchenQual
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 872 | |
| 1.0 | 579 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 872 | |
| 1.0 | 579 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2323 | |
| . | 1451 | |
| 1 | 579 | 13.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2323 | |
| 1 | 579 | 20.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2323 | |
| . | 1451 | |
| 1 | 579 | 13.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2323 | |
| . | 1451 | |
| 1 | 579 | 13.3% |
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.516884907 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.626575908 |
|---|---|
| Coefficient of variation (CV) | 0.2495940824 |
| Kurtosis | 0.8863725364 |
| Mean | 6.516884907 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.6808626334 |
| Sum | 9456 |
| Variance | 2.645749186 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 401 | |
| 7 | 325 | |
| 5 | 274 | |
| 8 | 186 | |
| 4 | 96 | 6.6% |
| 9 | 74 | 5.1% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| 3 | 17 | 1.2% |
| 12 | 11 | 0.8% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 17 | 1.2% |
| 4 | 96 | 6.6% |
| 5 | 274 | |
| 6 | 401 | |
| 7 | 325 | |
| 8 | 186 | |
| 9 | 74 | 5.1% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 11 | 0.8% |
| 11 | 18 | 1.2% |
| 10 | 47 | 3.2% |
| 9 | 74 | 5.1% |
| 8 | 186 | |
| 7 | 325 | |
| 6 | 401 | |
| 5 | 274 | |
| 4 | 96 | 6.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 99 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1352 | |
| 0.0 | 99 | 6.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1352 | |
| 0.0 | 99 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1550 | |
| . | 1451 | |
| 1 | 1352 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1550 | |
| 1 | 1352 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1550 | |
| . | 1451 | |
| 1 | 1352 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1550 | |
| . | 1451 | |
| 1 | 1352 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 | |
| 2.0 | |
| 3.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 685 | |
| 1.0 | 648 | |
| 2.0 | 113 | 7.8% |
| 3.0 | 5 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 685 | |
| 1.0 | 648 | |
| 2.0 | 113 | 7.8% |
| 3.0 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 1451 | |
| 1 | 648 | 14.9% |
| 2 | 113 | 2.6% |
| 3 | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| 1 | 648 | 22.3% |
| 2 | 113 | 3.9% |
| 3 | 5 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 1451 | |
| 1 | 648 | 14.9% |
| 2 | 113 | 2.6% |
| 3 | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2136 | |
| . | 1451 | |
| 1 | 648 | 14.9% |
| 2 | 113 | 2.6% |
| 3 | 5 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1140 | |
| 1.0 | 311 | 21.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1140 | |
| 1.0 | 311 | 21.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2591 | |
| . | 1451 | |
| 1 | 311 | 7.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2591 | |
| 1 | 311 | 10.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2591 | |
| . | 1451 | |
| 1 | 311 | 7.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2591 | |
| . | 1451 | |
| 1 | 311 | 7.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 863 | |
| 0.0 | 588 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 863 | |
| 0.0 | 588 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2039 | |
| . | 1451 | |
| 1 | 863 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2039 | |
| 1 | 863 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2039 | |
| . | 1451 | |
| 1 | 863 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2039 | |
| . | 1451 | |
| 1 | 863 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1370 |
| Missing (%) | 94.4% |
| Memory size | 11.5 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 243 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 81 | 5.6% |
| (Missing) | 1370 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 81 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 162 | |
| . | 81 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 162 | |
| Other Punctuation | 81 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 162 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 81 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 243 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 162 | |
| . | 81 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 243 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 162 | |
| . | 81 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 1033 | |
| 1.0 | 418 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 1033 | |
| 1.0 | 418 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2484 | |
| . | 1451 | |
| 1 | 418 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2484 | |
| 1 | 418 | 14.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2484 | |
| . | 1451 | |
| 1 | 418 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2484 | |
| . | 1451 | |
| 1 | 418 | 9.6% |
GarageCars
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 0.0 | 81 |
| 4.0 | 5 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 3.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 816 | |
| 1.0 | 369 | |
| 3.0 | 180 | 12.4% |
| 0.0 | 81 | 5.6% |
| 4.0 | 5 | 0.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2.0 | 816 | |
| 1.0 | 369 | |
| 3.0 | 180 | 12.4% |
| 0.0 | 81 | 5.6% |
| 4.0 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1532 | |
| . | 1451 | |
| 2 | 816 | |
| 1 | 369 | 8.5% |
| 3 | 180 | 4.1% |
| 4 | 5 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1532 | |
| 2 | 816 | |
| 1 | 369 | 12.7% |
| 3 | 180 | 6.2% |
| 4 | 5 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1532 | |
| . | 1451 | |
| 2 | 816 | |
| 1 | 369 | 8.5% |
| 3 | 180 | 4.1% |
| 4 | 5 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1532 | |
| . | 1451 | |
| 2 | 816 | |
| 1 | 369 | 8.5% |
| 3 | 180 | 4.1% |
| 4 | 5 | 0.1% |
GarageArea
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 438 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.5251551 |
| Minimum | 0 |
|---|---|
| Maximum | 1418 |
| Zeros | 81 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 327.5 |
| median | 478 |
| Q3 | 576 |
| 95-th percentile | 849 |
| Maximum | 1418 |
| Range | 1418 |
| Interquartile range (IQR) | 248.5 |
Descriptive statistics
| Standard deviation | 214.1717516 |
|---|---|
| Coefficient of variation (CV) | 0.4532494182 |
| Kurtosis | 0.9092646116 |
| Mean | 472.5251551 |
| Median Absolute Deviation (MAD) | 118 |
| Skewness | 0.1825849828 |
| Sum | 685634 |
| Variance | 45869.53919 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 5.6% |
| 440 | 48 | 3.3% |
| 576 | 47 | 3.2% |
| 240 | 38 | 2.6% |
| 484 | 33 | 2.3% |
| 528 | 33 | 2.3% |
| 288 | 27 | 1.9% |
| 400 | 24 | 1.7% |
| 264 | 24 | 1.7% |
| 480 | 23 | 1.6% |
| Other values (428) | 1073 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 160 | 2 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 9 | 0.6% |
| 186 | 1 | 0.1% |
| 189 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 198 | 1 | 0.1% |
| 200 | 4 | 0.3% |
| 205 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 1418 | 1 | |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 | |
| 1166 | 1 | |
| 1134 | 1 | |
| 1069 | 1 | |
| 1053 | 1 | |
| 1052 | 2 |
GarageQual
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1302 | |
| 0.0 | 149 | 10.3% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1302 | |
| 0.0 | 149 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| 1 | 1302 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1600 | |
| . | 1451 | |
| 1 | 1302 |
GarageCond
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1317 | |
| 0.0 | 134 | 9.2% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1317 | |
| 0.0 | 134 | 9.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1585 | |
| . | 1451 | |
| 1 | 1317 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1585 | |
| 1 | 1317 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1585 | |
| . | 1451 | |
| 1 | 1317 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1585 | |
| . | 1451 | |
| 1 | 1317 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 90 |
| 2.0 | 30 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1331 | |
| 0.0 | 90 | 6.2% |
| 2.0 | 30 | 2.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1331 | |
| 0.0 | 90 | 6.2% |
| 2.0 | 30 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1331 | |
| 2 | 30 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| 1 | 1331 | |
| 2 | 30 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1331 | |
| 2 | 30 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1541 | |
| . | 1451 | |
| 1 | 1331 | |
| 2 | 30 | 0.7% |
| Distinct | 274 |
|---|---|
| Distinct (%) | 18.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.41281875 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 755 |
| Zeros (%) | 52.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 335 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 125.4368524 |
|---|---|
| Coefficient of variation (CV) | 1.328599803 |
| Kurtosis | 2.997259286 |
| Mean | 94.41281875 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.541871617 |
| Sum | 136993 |
| Variance | 15734.40395 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 755 | |
| 192 | 38 | 2.6% |
| 100 | 35 | 2.4% |
| 144 | 33 | 2.3% |
| 120 | 31 | 2.1% |
| 168 | 28 | 1.9% |
| 140 | 15 | 1.0% |
| 224 | 14 | 1.0% |
| 240 | 10 | 0.7% |
| 208 | 10 | 0.7% |
| Other values (264) | 482 |
| Value | Count | Frequency (%) |
| 0 | 755 | |
| 12 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 26 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 736 | 1 | |
| 728 | 1 | |
| 670 | 1 | |
| 668 | 1 | |
| 635 | 1 | |
| 586 | 1 | |
| 576 | 1 | |
| 574 | 1 | |
| 550 | 1 |
| Distinct | 201 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.42246726 |
| Minimum | 0 |
|---|---|
| Maximum | 547 |
| Zeros | 653 |
| Zeros (%) | 45.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 24 |
| Q3 | 68 |
| 95-th percentile | 173 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 66.06015037 |
|---|---|
| Coefficient of variation (CV) | 1.423021099 |
| Kurtosis | 8.664993445 |
| Mean | 46.42246726 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 2.384908285 |
| Sum | 67359 |
| Variance | 4363.943467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 653 | |
| 36 | 29 | 2.0% |
| 48 | 21 | 1.4% |
| 20 | 21 | 1.4% |
| 40 | 19 | 1.3% |
| 45 | 19 | 1.3% |
| 24 | 16 | 1.1% |
| 30 | 16 | 1.1% |
| 60 | 15 | 1.0% |
| 39 | 14 | 1.0% |
| Other values (191) | 628 |
| Value | Count | Frequency (%) |
| 0 | 653 | |
| 4 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 12 | 3 | 0.2% |
| 15 | 1 | 0.1% |
| 16 | 8 | 0.6% |
| 17 | 2 | 0.1% |
| 18 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 418 | 1 | |
| 406 | 1 | |
| 364 | 1 | |
| 341 | 1 | |
| 319 | 1 | |
| 312 | 2 | |
| 304 | 1 |
| Distinct | 119 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.95244659 |
| Minimum | 0 |
|---|---|
| Maximum | 552 |
| Zeros | 1244 |
| Zeros (%) | 85.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 180 |
| Maximum | 552 |
| Range | 552 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 61.10822349 |
|---|---|
| Coefficient of variation (CV) | 2.783663463 |
| Kurtosis | 10.47448484 |
| Mean | 21.95244659 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.094001094 |
| Sum | 31853 |
| Variance | 3734.214978 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1244 | |
| 112 | 15 | 1.0% |
| 96 | 6 | 0.4% |
| 144 | 5 | 0.3% |
| 192 | 5 | 0.3% |
| 120 | 5 | 0.3% |
| 216 | 5 | 0.3% |
| 252 | 4 | 0.3% |
| 116 | 4 | 0.3% |
| 156 | 4 | 0.3% |
| Other values (109) | 154 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 1244 | |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 34 | 2 | 0.1% |
| 36 | 2 | 0.1% |
| 37 | 1 | 0.1% |
| 39 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 552 | 1 | |
| 386 | 1 | |
| 330 | 1 | |
| 318 | 1 | |
| 301 | 1 | |
| 294 | 1 | |
| 293 | 1 | |
| 291 | 1 | |
| 286 | 1 | |
| 280 | 1 |
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.430737422 |
| Minimum | 0 |
|---|---|
| Maximum | 508 |
| Zeros | 1427 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 508 |
| Range | 508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.40694017 |
|---|---|
| Coefficient of variation (CV) | 8.571609119 |
| Kurtosis | 122.8756915 |
| Mean | 3.430737422 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.2717415 |
| Sum | 4978 |
| Variance | 864.7681304 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1427 | |
| 168 | 3 | 0.2% |
| 144 | 2 | 0.1% |
| 180 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 290 | 1 | 0.1% |
| 153 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| Other values (10) | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1427 | |
| 23 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 144 | 2 | 0.1% |
| 153 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| 168 | 3 | 0.2% |
| 180 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 508 | 1 | |
| 407 | 1 | |
| 320 | 1 | |
| 304 | 1 | |
| 290 | 1 | |
| 245 | 1 | |
| 238 | 1 | |
| 216 | 2 | |
| 196 | 1 | |
| 182 | 1 |
| Distinct | 76 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.15437629 |
| Minimum | 0 |
|---|---|
| Maximum | 480 |
| Zeros | 1335 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 480 |
| Range | 480 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.9175219 |
|---|---|
| Coefficient of variation (CV) | 3.689859669 |
| Kurtosis | 18.29903044 |
| Mean | 15.15437629 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.107410709 |
| Sum | 21989 |
| Variance | 3126.769255 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1335 | |
| 192 | 6 | 0.4% |
| 120 | 5 | 0.3% |
| 224 | 5 | 0.3% |
| 189 | 4 | 0.3% |
| 180 | 4 | 0.3% |
| 147 | 3 | 0.2% |
| 90 | 3 | 0.2% |
| 160 | 3 | 0.2% |
| 144 | 3 | 0.2% |
| Other values (66) | 80 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 1335 | |
| 40 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 90 | 3 | 0.2% |
| 95 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 100 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 440 | 1 | |
| 410 | 1 | |
| 396 | 1 | |
| 385 | 1 | |
| 374 | 1 | |
| 322 | 1 | |
| 312 | 1 | |
| 291 | 1 | |
| 288 | 2 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.77601654 |
| Minimum | 0 |
|---|---|
| Maximum | 738 |
| Zeros | 1444 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 738 |
| Range | 738 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.30121249 |
|---|---|
| Coefficient of variation (CV) | 14.51764134 |
| Kurtosis | 221.8663877 |
| Mean | 2.77601654 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.78206885 |
| Sum | 4028 |
| Variance | 1624.187728 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1444 | |
| 512 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1444 | |
| 480 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 738 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 0 | 1444 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 7 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1444 | |
| 0.0 | 7 | 0.5% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1444 | |
| 0.0 | 7 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1458 | |
| . | 1451 | |
| 1 | 1444 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1458 | |
| 1 | 1444 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1458 | |
| . | 1451 | |
| 1 | 1444 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1458 | |
| . | 1451 | |
| 1 | 1444 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1170 | |
| 0.0 | 281 | 19.4% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1170 | |
| 0.0 | 281 | 19.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1732 | |
| . | 1451 | |
| 1 | 1170 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1732 | |
| 1 | 1170 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1732 | |
| . | 1451 | |
| 1 | 1170 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1732 | |
| . | 1451 | |
| 1 | 1170 |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 54 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1397 | |
| 0.0 | 54 | 3.7% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1397 | |
| 0.0 | 54 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| . | 1451 | |
| 1 | 1397 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| 1 | 1397 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| . | 1451 | |
| 1 | 1397 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1505 | |
| . | 1451 | |
| 1 | 1397 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.75878704 |
| Minimum | 0 |
|---|---|
| Maximum | 15500 |
| Zeros | 1399 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15500 |
| Range | 15500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 497.6484672 |
|---|---|
| Coefficient of variation (CV) | 11.37253797 |
| Kurtosis | 696.692094 |
| Mean | 43.75878704 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.40151268 |
| Sum | 63494 |
| Variance | 247653.9969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1399 | |
| 400 | 11 | 0.8% |
| 500 | 8 | 0.6% |
| 700 | 5 | 0.3% |
| 450 | 4 | 0.3% |
| 600 | 4 | 0.3% |
| 2000 | 4 | 0.3% |
| 1200 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| 15500 | 1 | 0.1% |
| Other values (11) | 11 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 1399 | |
| 54 | 1 | 0.1% |
| 350 | 1 | 0.1% |
| 400 | 11 | 0.8% |
| 450 | 4 | 0.3% |
| 480 | 2 | 0.1% |
| 500 | 8 | 0.6% |
| 560 | 1 | 0.1% |
| 600 | 4 | 0.3% |
| 620 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 15500 | 1 | 0.1% |
| 8300 | 1 | 0.1% |
| 3500 | 1 | 0.1% |
| 2500 | 1 | 0.1% |
| 2000 | 4 | |
| 1400 | 1 | 0.1% |
| 1300 | 1 | 0.1% |
| 1200 | 2 | |
| 1150 | 1 | 0.1% |
| 800 | 1 | 0.1% |
MoSold
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.319090283 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.700352621 |
|---|---|
| Coefficient of variation (CV) | 0.4273324956 |
| Kurtosis | -0.3981785029 |
| Mean | 6.319090283 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.2092573567 |
| Sum | 9169 |
| Variance | 7.291904275 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 253 | |
| 7 | 234 | |
| 5 | 201 | |
| 4 | 141 | |
| 8 | 121 | |
| 3 | 104 | |
| 10 | 89 | 6.1% |
| 11 | 78 | 5.4% |
| 9 | 62 | 4.3% |
| 12 | 58 | 4.0% |
| Other values (2) | 110 |
| Value | Count | Frequency (%) |
| 1 | 58 | 4.0% |
| 2 | 52 | 3.6% |
| 3 | 104 | |
| 4 | 141 | |
| 5 | 201 | |
| 6 | 253 | |
| 7 | 234 | |
| 8 | 121 | |
| 9 | 62 | 4.3% |
| 10 | 89 | 6.1% |
| Value | Count | Frequency (%) |
| 12 | 58 | 4.0% |
| 11 | 78 | 5.4% |
| 10 | 89 | 6.1% |
| 9 | 62 | 4.3% |
| 8 | 121 | |
| 7 | 234 | |
| 6 | 253 | |
| 5 | 201 | |
| 4 | 141 | |
| 3 | 104 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 2009.0 | |
|---|---|
| 2007.0 | |
| 2006.0 | |
| 2008.0 | |
| 2010.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 8706 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2008.0 |
|---|---|
| 2nd row | 2007.0 |
| 3rd row | 2008.0 |
| 4th row | 2006.0 |
| 5th row | 2008.0 |
Common Values
| Value | Count | Frequency (%) |
| 2009.0 | 337 | |
| 2007.0 | 327 | |
| 2006.0 | 313 | |
| 2008.0 | 300 | |
| 2010.0 | 174 |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2009.0 | 337 | |
| 2007.0 | 327 | |
| 2006.0 | 313 | |
| 2008.0 | 300 | |
| 2010.0 | 174 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4353 | |
| 2 | 1451 | 16.7% |
| . | 1451 | 16.7% |
| 9 | 337 | 3.9% |
| 7 | 327 | 3.8% |
| 6 | 313 | 3.6% |
| 8 | 300 | 3.4% |
| 1 | 174 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7255 | |
| Other Punctuation | 1451 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4353 | |
| 2 | 1451 | 20.0% |
| 9 | 337 | 4.6% |
| 7 | 327 | 4.5% |
| 6 | 313 | 4.3% |
| 8 | 300 | 4.1% |
| 1 | 174 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8706 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4353 | |
| 2 | 1451 | 16.7% |
| . | 1451 | 16.7% |
| 9 | 337 | 3.9% |
| 7 | 327 | 3.8% |
| 6 | 313 | 3.6% |
| 8 | 300 | 3.4% |
| 1 | 174 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8706 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4353 | |
| 2 | 1451 | 16.7% |
| . | 1451 | 16.7% |
| 9 | 337 | 3.9% |
| 7 | 327 | 3.8% |
| 6 | 313 | 3.6% |
| 8 | 300 | 3.4% |
| 1 | 174 | 2.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1261 | |
| 0.0 | 190 | 13.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1261 | |
| 0.0 | 190 | 13.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1641 | |
| . | 1451 | |
| 1 | 1261 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1641 | |
| 1 | 1261 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1641 | |
| . | 1451 | |
| 1 | 1261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1641 | |
| . | 1451 | |
| 1 | 1261 |
SaleCondition
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4353 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1193 | |
| 0.0 | 258 | 17.8% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1.0 | 1193 | |
| 0.0 | 258 | 17.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1709 | |
| . | 1451 | |
| 1 | 1193 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2902 | |
| Other Punctuation | 1451 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1709 | |
| 1 | 1193 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1451 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4353 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1709 | |
| . | 1451 | |
| 1 | 1193 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4353 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1709 | |
| . | 1451 | |
| 1 | 1193 |
| Distinct | 657 |
|---|---|
| Distinct (%) | 45.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180624.102 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 11.5 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129900 |
| median | 162500 |
| Q3 | 214000 |
| 95-th percentile | 325812 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84100 |
Descriptive statistics
| Standard deviation | 79312.12827 |
|---|---|
| Coefficient of variation (CV) | 0.4391004711 |
| Kurtosis | 6.573025006 |
| Mean | 180624.102 |
| Median Absolute Deviation (MAD) | 37500 |
| Skewness | 1.883111046 |
| Sum | 262085572 |
| Variance | 6290413691 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 145000 | 14 | 1.0% |
| 155000 | 14 | 1.0% |
| 190000 | 13 | 0.9% |
| 110000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (647) | 1314 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 52000 | 1 | |
| 52500 | 1 | |
| 55000 | 2 | |
| 55993 | 1 | |
| 58500 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 501837 | 1 | |
| 485000 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Id | MSSubClass | MSZoning | LotArea | Street | Alley | LotShape | LandContour | Utilities | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | YearBuilt | YearRemodAdd | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | CentralAir | Electrical | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotRmsAbvGrd | Functional | Fireplaces | FireplaceQu | GarageType | GarageYrBlt | GarageFinish | GarageCars | GarageArea | GarageQual | GarageCond | PavedDrive | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 1.0 | 60.0 | 1.0 | 8450.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 7.0 | 5.0 | 2003.0 | 2003.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 196.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 706.0 | 1.0 | 0.0 | 150.0 | 856.0 | 1.0 | 1.0 | 1.0 | 1.0 | 856.0 | 854.0 | 0.0 | 1710.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 8.0 | 1.0 | 0.0 | 0.0 | 1.0 | NaN | 1.0 | 2.0 | 548.0 | 1.0 | 1.0 | 1.0 | 0.0 | 61.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 2.0 | 2008.0 | 1.0 | 1.0 | 208500.0 |
| 1 | 1.0 | 2.0 | 20.0 | 1.0 | 9600.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 6.0 | 8.0 | 1976.0 | 1976.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 978.0 | 1.0 | 0.0 | 284.0 | 1262.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1262.0 | 0.0 | 0.0 | 1262.0 | 0.0 | 1.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0.0 | 6.0 | 1.0 | 1.0 | 1.0 | 1.0 | NaN | 1.0 | 2.0 | 460.0 | 1.0 | 1.0 | 1.0 | 298.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 2007.0 | 1.0 | 1.0 | 181500.0 |
| 2 | 2.0 | 3.0 | 60.0 | 1.0 | 11250.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 7.0 | 5.0 | 2001.0 | 2002.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 162.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 486.0 | 1.0 | 0.0 | 434.0 | 920.0 | 1.0 | 1.0 | 1.0 | 1.0 | 920.0 | 866.0 | 0.0 | 1786.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 1.0 | 6.0 | 1.0 | 1.0 | 1.0 | 1.0 | NaN | 1.0 | 2.0 | 608.0 | 1.0 | 1.0 | 1.0 | 0.0 | 42.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 9.0 | 2008.0 | 1.0 | 1.0 | 223500.0 |
| 3 | 3.0 | 4.0 | 70.0 | 1.0 | 9550.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 7.0 | 5.0 | 1915.0 | 1970.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 216.0 | 1.0 | 0.0 | 540.0 | 756.0 | 1.0 | 0.0 | 1.0 | 1.0 | 961.0 | 756.0 | 0.0 | 1717.0 | 1.0 | 0.0 | 1.0 | 0.0 | 3.0 | 1.0 | 1.0 | 7.0 | 1.0 | 1.0 | 0.0 | 0.0 | NaN | 0.0 | 3.0 | 642.0 | 1.0 | 1.0 | 1.0 | 0.0 | 35.0 | 272.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 2.0 | 2006.0 | 1.0 | 0.0 | 140000.0 |
| 4 | 4.0 | 5.0 | 60.0 | 1.0 | 14260.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 8.0 | 5.0 | 2000.0 | 2000.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 350.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 655.0 | 1.0 | 0.0 | 490.0 | 1145.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1145.0 | 1053.0 | 0.0 | 2198.0 | 1.0 | 0.0 | 2.0 | 1.0 | 4.0 | 1.0 | 1.0 | 9.0 | 1.0 | 1.0 | 1.0 | 1.0 | NaN | 1.0 | 3.0 | 836.0 | 1.0 | 1.0 | 1.0 | 192.0 | 84.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 12.0 | 2008.0 | 1.0 | 1.0 | 250000.0 |
| 5 | 5.0 | 6.0 | 50.0 | 1.0 | 14115.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 5.0 | 1993.0 | 1995.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 732.0 | 1.0 | 0.0 | 64.0 | 796.0 | 1.0 | 1.0 | 1.0 | 1.0 | 796.0 | 566.0 | 0.0 | 1362.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 1.0 | 0.0 | 0.0 | 1.0 | NaN | 0.0 | 2.0 | 480.0 | 1.0 | 1.0 | 1.0 | 40.0 | 30.0 | 0.0 | 320.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 700.0 | 10.0 | 2009.0 | 1.0 | 1.0 | 143000.0 |
| 6 | 6.0 | 7.0 | 20.0 | 1.0 | 10084.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 8.0 | 5.0 | 2004.0 | 2005.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 186.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1369.0 | 1.0 | 0.0 | 317.0 | 1686.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1694.0 | 0.0 | 0.0 | 1694.0 | 1.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 1.0 | 7.0 | 1.0 | 1.0 | 0.0 | 1.0 | NaN | 1.0 | 2.0 | 636.0 | 1.0 | 1.0 | 1.0 | 255.0 | 57.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 8.0 | 2007.0 | 1.0 | 1.0 | 307000.0 |
| 7 | 7.0 | 8.0 | 60.0 | 1.0 | 10382.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 7.0 | 6.0 | 1973.0 | 1973.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 240.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 859.0 | 0.0 | 32.0 | 216.0 | 1107.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1107.0 | 983.0 | 0.0 | 2090.0 | 1.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 0.0 | 7.0 | 1.0 | 2.0 | 1.0 | 1.0 | NaN | 1.0 | 2.0 | 484.0 | 1.0 | 1.0 | 1.0 | 235.0 | 204.0 | 228.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 350.0 | 11.0 | 2009.0 | 1.0 | 1.0 | 200000.0 |
| 8 | 8.0 | 9.0 | 50.0 | 0.0 | 6120.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 7.0 | 5.0 | 1931.0 | 1950.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 952.0 | 952.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1022.0 | 752.0 | 0.0 | 1774.0 | 0.0 | 0.0 | 2.0 | 0.0 | 2.0 | 2.0 | 0.0 | 8.0 | 0.0 | 2.0 | 1.0 | 0.0 | NaN | 0.0 | 2.0 | 468.0 | 0.0 | 1.0 | 1.0 | 90.0 | 0.0 | 205.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 4.0 | 2008.0 | 1.0 | 0.0 | 129900.0 |
| 9 | 9.0 | 10.0 | 190.0 | 1.0 | 7420.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 6.0 | 1939.0 | 1950.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 851.0 | 1.0 | 0.0 | 140.0 | 991.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1077.0 | 0.0 | 0.0 | 1077.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 2.0 | 0.0 | 5.0 | 1.0 | 2.0 | 1.0 | 1.0 | NaN | 1.0 | 1.0 | 205.0 | 0.0 | 1.0 | 1.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 2008.0 | 1.0 | 1.0 | 118000.0 |
Last rows
| df_index | Id | MSSubClass | MSZoning | LotArea | Street | Alley | LotShape | LandContour | Utilities | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | YearBuilt | YearRemodAdd | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | CentralAir | Electrical | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotRmsAbvGrd | Functional | Fireplaces | FireplaceQu | GarageType | GarageYrBlt | GarageFinish | GarageCars | GarageArea | GarageQual | GarageCond | PavedDrive | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1441 | 1450.0 | 1451.0 | 90.0 | 1.0 | 9000.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 1.0 | 5.0 | 5.0 | 1974.0 | 1974.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 896.0 | 896.0 | 1.0 | 0.0 | 1.0 | 1.0 | 896.0 | 896.0 | 0.0 | 1792.0 | 0.0 | 0.0 | 2.0 | 2.0 | 4.0 | 2.0 | 0.0 | 8.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 32.0 | 45.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 9.0 | 2009.0 | 1.0 | 1.0 | 136000.0 |
| 1442 | 1451.0 | 1452.0 | 20.0 | 1.0 | 9262.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 8.0 | 5.0 | 2008.0 | 2009.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 194.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1573.0 | 1573.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1578.0 | 0.0 | 0.0 | 1578.0 | 0.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0.0 | 7.0 | 1.0 | 1.0 | 0.0 | 1.0 | NaN | 0.0 | 3.0 | 840.0 | 1.0 | 1.0 | 1.0 | 0.0 | 36.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 2009.0 | 0.0 | 0.0 | 287090.0 |
| 1443 | 1452.0 | 1453.0 | 180.0 | 0.0 | 3675.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 5.0 | 5.0 | 2005.0 | 2005.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 80.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 547.0 | 1.0 | 0.0 | 0.0 | 547.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1072.0 | 0.0 | 0.0 | 1072.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 1.0 | 0.0 | 5.0 | 1.0 | 0.0 | 0.0 | 0.0 | NaN | 0.0 | 2.0 | 525.0 | 1.0 | 1.0 | 1.0 | 0.0 | 28.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 2006.0 | 1.0 | 1.0 | 145000.0 |
| 1444 | 1453.0 | 1454.0 | 20.0 | 1.0 | 17217.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 5.0 | 2006.0 | 2006.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1140.0 | 1140.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1140.0 | 0.0 | 0.0 | 1140.0 | 0.0 | 0.0 | 1.0 | 0.0 | 3.0 | 1.0 | 0.0 | 6.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 36.0 | 56.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 7.0 | 2006.0 | 1.0 | 0.0 | 84500.0 |
| 1445 | 1454.0 | 1455.0 | 20.0 | 0.0 | 7500.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 7.0 | 5.0 | 2004.0 | 2005.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 410.0 | 1.0 | 0.0 | 811.0 | 1221.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1221.0 | 0.0 | 0.0 | 1221.0 | 1.0 | 0.0 | 2.0 | 0.0 | 2.0 | 1.0 | 1.0 | 6.0 | 1.0 | 0.0 | 0.0 | 1.0 | NaN | 1.0 | 2.0 | 400.0 | 1.0 | 1.0 | 1.0 | 0.0 | 113.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 10.0 | 2009.0 | 1.0 | 1.0 | 185000.0 |
| 1446 | 1455.0 | 1456.0 | 60.0 | 1.0 | 7917.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 6.0 | 5.0 | 1999.0 | 2000.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 953.0 | 953.0 | 1.0 | 1.0 | 1.0 | 1.0 | 953.0 | 694.0 | 0.0 | 1647.0 | 0.0 | 0.0 | 2.0 | 1.0 | 3.0 | 1.0 | 0.0 | 7.0 | 1.0 | 1.0 | 1.0 | 1.0 | NaN | 1.0 | 2.0 | 460.0 | 1.0 | 1.0 | 1.0 | 0.0 | 40.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 8.0 | 2007.0 | 1.0 | 1.0 | 175000.0 |
| 1447 | 1456.0 | 1457.0 | 20.0 | 1.0 | 13175.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 6.0 | 6.0 | 1978.0 | 1988.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 119.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 790.0 | 0.0 | 163.0 | 589.0 | 1542.0 | 1.0 | 0.0 | 1.0 | 1.0 | 2073.0 | 0.0 | 0.0 | 2073.0 | 1.0 | 0.0 | 2.0 | 0.0 | 3.0 | 1.0 | 0.0 | 7.0 | 0.0 | 2.0 | 1.0 | 1.0 | NaN | 0.0 | 2.0 | 500.0 | 1.0 | 1.0 | 1.0 | 349.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 2010.0 | 1.0 | 1.0 | 210000.0 |
| 1448 | 1457.0 | 1458.0 | 70.0 | 1.0 | 9042.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 7.0 | 9.0 | 1941.0 | 2006.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 275.0 | 1.0 | 0.0 | 877.0 | 1152.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1188.0 | 1152.0 | 0.0 | 2340.0 | 0.0 | 0.0 | 2.0 | 0.0 | 4.0 | 1.0 | 1.0 | 9.0 | 1.0 | 2.0 | 0.0 | 1.0 | NaN | 1.0 | 1.0 | 252.0 | 1.0 | 1.0 | 1.0 | 0.0 | 60.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2500.0 | 5.0 | 2010.0 | 1.0 | 1.0 | 266500.0 |
| 1449 | 1458.0 | 1459.0 | 20.0 | 1.0 | 9717.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 6.0 | 1950.0 | 1996.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 49.0 | 0.0 | 1029.0 | 0.0 | 1078.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1078.0 | 0.0 | 0.0 | 1078.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 1.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 1.0 | NaN | 0.0 | 1.0 | 240.0 | 1.0 | 1.0 | 1.0 | 366.0 | 0.0 | 112.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 4.0 | 2010.0 | 1.0 | 1.0 | 142125.0 |
| 1450 | 1459.0 | 1460.0 | 20.0 | 1.0 | 9937.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 5.0 | 6.0 | 1965.0 | 1965.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 830.0 | 0.0 | 290.0 | 136.0 | 1256.0 | 1.0 | 0.0 | 1.0 | 1.0 | 1256.0 | 0.0 | 0.0 | 1256.0 | 1.0 | 0.0 | 1.0 | 1.0 | 3.0 | 1.0 | 0.0 | 6.0 | 1.0 | 0.0 | 0.0 | 1.0 | NaN | 0.0 | 1.0 | 276.0 | 1.0 | 1.0 | 1.0 | 736.0 | 68.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 1.0 | 0.0 | 6.0 | 2008.0 | 1.0 | 1.0 | 147500.0 |